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TranslatedDeep Learning 500 Questions: in question-and-answer form, it covers hot topics in commonly used probability, linear algebra, machine learning, deep learning, computer vision and more, to help myself and readers who need it. The book is divided into 18 chapters and has more than 500,000 characters. Due to limited ability, readers are kindly asked to criticize and correct any improper parts of the book. To be continued............ If you are interested in cooperating, contact [email protected]. All rights reserved, infringement will be prosecuted. Tan 2018.06

TranslatedTechnical architecture of internet companies: the architectures of WeChat/Taobao/Weibo/Tencent/Alibaba/Meituan-Dianping/Baidu/OpenAI/Google/Facebook/Amazon/eBay. PRs to add more are welcome

  • architecture
  • architecture-guidelines
  • internet-architecutre
  • architecture-of-internet-product

An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.

  • cuda
  • hgemm
  • cuda-kernels
  • cuda-toolkit

A sample authentication service implemented with a server-less architecture, using AWS Lambda to host and execute the code and Amazon DynamoDB as persistent storage. This provides a cost-efficient solution that is scalable and highly available and can be used with Amazon Cognito for Developer Authenticated Identities.

A curated list of awesome applications, macros, 3D printed cases, guides, and more for the Adafruit rp2040 MacroPad.

A curated collection of papers and resources on voice agents, from spoken interaction to autonomous task execution.

Python Frontend to Algorithms of the Algorithm Engineering Group Heidelberg

  • combinatorial-optimization
  • community-detection
  • dynamic-graphs
  • edge-orientation